What AI says about FLOWR.ROOT

Tamarind Bio provides a browser-based platform that gives researchers access to advanced deep learning models and bioinformatics tools for molecular structure prediction, docking, and drug design. FLOWR.ROOT is an SE(3)-equivariant flow-matching foundation model that jointly generates 3D ligands in protein pockets and predicts multiple binding affinities with per-atom confidence, all within a single architecture. Through the FLOWR.UI interface, users run SBDD workflows; select models, upload targets, and perform de novo pocket-conditioned ligand generation and affinity evaluation for hit discovery and lead optimization.